Robust Low-Carbon Ship Routing Under Weather Uncertainty: A Distributional Reinforcement Learning Approach

Code, trained model weights, result records and the calculation workbook accompanying the article published in Transportation Research Part D: Transport and Environment (manuscript TRD-D-26-01334). Everything needed to reproduce Tables 1–4 and Figures 3–S4 without retraining.